Hawkeye

Senior Software Engineer

Mirafra•  July 2024 - Present•  Hyderabad, India

Fine-tuned Large language Models (LLMs), boosting NLP model accuracy by 15%. Currently working on RAG model to develop an efficient domain-specific chatbot using FAISS vector database and Ollama generators.

Software Engineer

Kantar•  August 2021 - July 2024•  Hyderabad, India

Developed a machine learning model to predict heart attack risks using Random Forest, with optimized hyperparameters through GridSearchCV, improving prediction accuracy. Deployed Flask web applications, enhancing real-time predictions and improving data visualization efficiency by 30%. Developed and deployed Deep Learning models for Object Detection and Image Segmentation. Integrated MLOps pipelines to automate model training and deployment, reducing model release times by 20%. Applied transfer learning, data augmentation, and model quantization techniques to improve deep learning model performance. Led a comprehensive data cleaning initiative, increasing data accuracy and reliability by 30%.